Joined platform as a voluntary contributor to work on projects and remotely contributed to global projects using AI for real-life conservation efforts.Applied expertise in data science, machine learning and computer vision to lead research resulting in 3 AI for Good applications being developed using tools such as Python, TensorFlow, PyTorch and Scikit-Learn.• Contributed to global projects by participating in the development of 3 AI-enabled software applications for… Show more Joined platform as a voluntary contributor to work on projects and remotely contributed to global projects using AI for real-life conservation efforts.Applied expertise in data science, machine learning and computer vision to lead research resulting in 3 AI for Good applications being developed using tools such as Python, TensorFlow, PyTorch and Scikit-Learn.• Contributed to global projects by participating in the development of 3 AI-enabled software applications for conservation efforts, which were successfully delivered to the stakeholders. Check out the Projects section for more details!Planned and organised tasks methodically to complete projects and deliver them to stakeholders on time.• Worked as voluntary contributor for FruitPunch AI while holding full-time employment.• Project manager and team leader for smaller teams within the projects (AI for Bears, AI for Turtles, and AI for Pelicans).Leadership, teamwork, and communication with stakeholders.• Acted as product owner and managed smaller project teams. • Demonstrated own ability to work in remote teams with contributors of different backgrounds.• Effectively communicated and understandably presented results of research/projects to expert and non-experts alike.• Chosen to present the group efforts in the final presentations of the projects. Show less

Applied expertise in data science and software programming skills to collaborate in cross-functional teams on translational research projects using AI, Deep Learning, Computer Vision, Data Analytics, eXplainable AI (XAI) and Statistics. • Conducted independent research on eXplainable AI (XAI) to diagnose and understand the vulnerability of Deep Learning models to adversarial attacks, leading to 1 preprint manuscript.• Worked on applications of AI in healthcare and agritech… Show more Applied expertise in data science and software programming skills to collaborate in cross-functional teams on translational research projects using AI, Deep Learning, Computer Vision, Data Analytics, eXplainable AI (XAI) and Statistics. • Conducted independent research on eXplainable AI (XAI) to diagnose and understand the vulnerability of Deep Learning models to adversarial attacks, leading to 1 preprint manuscript.• Worked on applications of AI in healthcare and agritech, related to the diagnosis of skin diseases, resulting in 2 peer-reviewed publications. • Developed and published a novel multi-task deep learning framework for the classification of skin cancer and 7 clinically relevant attributes in dermoscopic images, which allows an interpretation of how the model learns to share features among the target tasks. Published in ISICW@CVPR2020 (Coppola et al., 2020).• Collaboration in a cross-functional team for the development of machine learning models to classify atopic dermatitis in 3D RSOM images. Published in peer-reviewed journal (Park et al, 2021).• Developed a research application for the monitoring and tracking of plant growth during germination. • Developed a mobile application to monitor the physical condition of recovering stroke patients (in progress). Awarded the "LGrant Global Challenge Award" by Leave a Nest Singapore Ltd. for the development of this project.Methodically planned and effectively coordinated a range of tasks and duties to ensure timely completion.Collaborated in cross-functional teams on translational research projects among various research institutes.Excellent written and verbal communication skills and demonstrated ability to convey and explain technical /scientific information.Displayed leadership in mentoring undergraduate students.Actively participated in the "BII Rec-Club" committee, tasked with organising and leading recreational team-building events for the employees of the institute. Show less

While studying towards my degree, provided private lessons to 9 secondary school students (age 14 to 19) in scientific subjects such as mathematics, physics, and chemistry. Developed interpersonal and communication skills. Displayed leadership through mentoring learners, planning and organizing the lectures.Was able to share knowledge of mathematics, physics, and chemistry subjects.Communicated subject content effectively and understandably.Received overall… Show more While studying towards my degree, provided private lessons to 9 secondary school students (age 14 to 19) in scientific subjects such as mathematics, physics, and chemistry. Developed interpersonal and communication skills. Displayed leadership through mentoring learners, planning and organizing the lectures.Was able to share knowledge of mathematics, physics, and chemistry subjects.Communicated subject content effectively and understandably.Received overall positive feedback and word-of-mouth recommendations from the community. Show less

• Worked as an interface between the students, the academic staff and the administration.• Collected and assessed the feelings of the students regarding aspects of their academic life• Wrote yearly reports together with a professor representative to communicate the outcomes of the engagement sessions.• Teamed-up with the representatives of the other faculties to evaluate the general feelings of the students, take part in official meetings, and organize seminars and leisure events… Show more • Worked as an interface between the students, the academic staff and the administration.• Collected and assessed the feelings of the students regarding aspects of their academic life• Wrote yearly reports together with a professor representative to communicate the outcomes of the engagement sessions.• Teamed-up with the representatives of the other faculties to evaluate the general feelings of the students, take part in official meetings, and organize seminars and leisure events for students. Show less